Kundu, Ashish

1. When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes
   2022/07/18 by Canyu Chen, Yueqing Liang, Chen, Canyu +9 · 2 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI
2. Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
   2023/10/16 by Ganghua Wang, Wang, Ganghua, Xun Xian +11 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
3. Code Hallucination
   2024/07/05 by Mirza Masfiqur Rahman, Ashish Kundu, Rahman, Mirza Masfiqur +1 · 2 citations
   Economics, Econometrics and Finance · Engineering · Neuroscience · #Artificial Immune Systems Applications #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Hallucinations in medical conditions #Software Engineering (cs.SE)
4. Revisiting Concept Drift in Windows Malware Detection: Adaptation to Real Drifted Malware with Minimal Samples
   2024/07/18 by Adrian Shuai Li, Li, Adrian Shuai, Arun Iyengar +5 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Data Stream Mining Techniques #FOS: Computer and information sciences #Network Security and Intrusion Detection
5. On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
   2024/09/12 by Xian, Xun, Wang, Ganghua, Bi, Xuan +5 · 2 citations
   #68T05 #68T50 #94A60 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Databases (cs.DB) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #H.3.3 #I.2.6 #I.2.7 #Information Retrieval (cs.IR) #K.6.5 #Machine Learning (cs.LG)
6. An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems
   2025/05/23 by Tian, Fangqiao, Luo, An, Du, Jin +12 · 6 citations
   #68M14 (Distributed systems) #68T01 (General topics in artificial intelligence) #68T42 (Agent technology and artificial intelligence) #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #I.2.11 #I.2.4 #I.2.6 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
7. VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries
   2025/05/28 by Nasir Hussain, Haohan Chen, Hussain, Nasir +14 · 3 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Security and Verification in Computing #Web Application Security Vulnerabilities
8. LMN: A Tool for Generating Machine Enforceable Policies from Natural Language Access Control Rules using LLMs
   2025/02/18 by Pratik Sonune, Ritwik Rai, Sonune, Pratik +7 · 2 citations
   Computer Science · Social Sciences · #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation #Legal Language and Interpretation
9. Uncertainty-Aware, Risk-Adaptive Access Control for Agentic Systems using an LLM-Judged TBAC Model
   2025/10/13 by Fleming, Charles, Kundu, Ashish, Kompella, Ramana · 3 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
10. Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation
    2025/03/06 by Christian Rondanini, Barbara Carminati, Rondanini, Christian +7 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Network Security and Intrusion Detection #Parallel #Spam and Phishing Detection #and Cluster Computing (cs.DC)
11. Using Retriever Augmented Large Language Models for Attack Graph Generation
    2024/08/11 by Renascence Tarafder Prapty, Ashish Kundu, Prapty, Renascence Tarafder +3 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spam and Phishing Detection #Topic Modeling
12. Graphene: Infrastructure Security Posture Analysis with AI-generated Attack Graphs
    2023/12/20 by Jin, Xin, Katsis, Charalampos, Sang, Fan +4 · 1 citation
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. NetBurst: Event-Centric Forecasting of Bursty, Intermittent Time Series
    2025/10/25 by Guthula, Satyandra, Daneshamooz, Jaber, Fleming, Charles +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
14. A Generative Caching System for Large Language Models
    2025/03/22 by Iyengar, Arun, Kundu, Ashish, Kompella, Ramana +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
15. SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks
    2025/06/12 by Kaiyuan Zhang, Siyuan Cheng, Zhang, Kaiyuan +19 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data